160 citations · 834 across the 51 of their papers we have counts for
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Ensuring thermodynamic consistency with invertible coarse-graining
Shriram Chennakesavalu, David J. Toomer, Grant M. Rotskoff
Coarse-grained models are a core computational tool in theoretical chemistry and biophysics. A judicious choice of a coarse-grained model can yield physical insight by isolating th…
A unified, geometric framework for nonequilibrium protocol optimization
Shriram Chennakesavalu, Grant M. Rotskoff
Controlling thermodynamic cycles to minimize the dissipated heat is a longstanding goal in thermodynamics, and more recently, a central challenge in stochastic thermodynamics for n…
Physics-informed graph neural networks enhance scalability of variational nonequilibrium optimal control
Jiawei Yan, Grant M. Rotskoff
When a physical system is driven away from equilibrium, the statistical distribution of its dynamical trajectories informs many of its physical properties. Characterizing the natur…